Basic Statistics

Raw Counts

Name Value
Rows 6,576
Columns 48
Discrete columns 8
Continuous columns 39
All missing columns 1
Missing observations 29,065
Complete Rows 0
Total observations 315,648
Memory allocation 2.4 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 1 columns ignored with more than 50 categories.
## Time: 2192 categories

Bar Chart (by Province)

## 1 columns ignored with more than 50 categories.
## Time: 2192 categories

QQ Plot

## Warning: Removed 1973 rows containing non-finite outside the scale range (`stat_qq()`).
## Warning: Removed 1973 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 692 rows containing non-finite outside the scale range (`stat_qq()`).
## Warning: Removed 692 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 519 rows containing non-finite outside the scale range (`stat_qq()`).
## Warning: Removed 519 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 333 rows containing non-finite outside the scale range (`stat_qq()`).
## Warning: Removed 333 rows containing non-finite outside the scale range (`stat_qq_line()`).

QQ Plot (by Province)

## Warning: Removed 1950 rows containing non-finite outside the scale range (`stat_qq()`).
## Warning: Removed 1950 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 732 rows containing non-finite outside the scale range (`stat_qq()`).
## Warning: Removed 732 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 549 rows containing non-finite outside the scale range (`stat_qq()`).
## Warning: Removed 549 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 340 rows containing non-finite outside the scale range (`stat_qq()`).
## Warning: Removed 340 rows containing non-finite outside the scale range (`stat_qq_line()`).

Correlation Analysis

## Insufficient complete rows! Skipping correlation analysis.

Bivariate Distribution

Boxplot (by Province)

## Warning: Removed 12631 rows containing non-finite outside the scale range (`stat_boxplot()`).

## Warning: Removed 1095 rows containing non-finite outside the scale range (`stat_boxplot()`).

## Warning: Removed 6570 rows containing non-finite outside the scale range (`stat_boxplot()`).

## Warning: Removed 2193 rows containing non-finite outside the scale range (`stat_boxplot()`).

Scatterplot (by Province)